Computer Vision Machine Learning NLP Robotics

An Adversarial Perturbation Oriented Domain Adaptation Approach for Semantic Segmentation

- AAAI 2020

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Generalizing Energy-based Generative ConvNets from Particle Evolution Perspective

-T-PAMI 2020 under review
 

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FRAME Revisited: An Interpretation View Based on Particle Evolution

-AAAI 2019 Camera-Ready

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Deep Cocktail Networks

- CVPR 2018

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Semi-Supervised Learning with Feature Space Transformation

- IEEE Trans. on CSVT 2017

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Interpretable Structure-Evolving LSTM

- CVPR 2017

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Active Self-paced Learning Paradigm

- IEEE Trans.PAMI 2017

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Sub-Optimal Low-Rank Decomposition

- CVPR 2015, IEEE Trans.IP 2016

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EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning

- ECCV 2020 Oral

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SNAS: Stochastic Neural Architecture Search

- ICLR 2019

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Self-supervised Sample Mining for Object Detection

- CVPR 2018

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Wavelet-like Auto-Encoder

- AAAI 2018

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Active Sample Mining with Switchable Selection Criteria

- IEEE Trans. NNLS 2018

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Convolutional Memory Blocks for Depth Data Representation Learning

- IJCAI 2018

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Generalized Similarity Measure Learning

- IEEE Trans. PAMI 2016

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Discriminative And-Or Graph Learning

- NIPS 2012, IEEE Trans. PAMI 2015

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